TimKircher

TimKircher's Stars

• jwohlwend/boltz

  Official repository for the Boltz-1 biomolecular interaction model

  Language:Python67361

• jonfunk21/ProteusAI

  ProteusAI is a library for the machine learning driven engineering of proteins. The library enables workflows from protein structure prediction, prediction of mutational effects to protein ligand interactions powered by artificial intelligence.

  Language:Python3410

• ddalland/Auto-VTNA

  Python code for carrying out automatic VTNA. Released as a Python Package, as well as a GUI executable that can be downloaded for free.

  Language:Python21

• PinkDot-AI/eschergraph

  The EscherGraph introduces advanced search capabilities on generalized knowledge graphs that are build using LLMs.

  Language:Python261

• KindXiaoming/pykan

  Kolmogorov Arnold Networks

  Language:Jupyter Notebook15.1k1.4k

• RobertTLange/evosax

  Evolution Strategies in JAX 🦎

  Language:Python50642

• jonfunk21/ML4Proteins

  The ML4Proteins repository provides educational material covering machine learning for protein engineering.

  Language:Jupyter Notebook31

• facebookresearch/nevergrad

  A Python toolbox for performing gradient-free optimization

  Language:Python4k354

• pdfpc/pdfpc

  A presenter console with multi-monitor support for PDF files.

  Language:Vala1.6k116

• patrick-kidger/torchcde

  Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

  Language:Python42143

• teamtomo/torch-cubic-spline-grids

  Cubic spline interpolation on multidimensional grids in PyTorch

  Language:Python251

• patrick-kidger/torchcubicspline

  Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.

  Language:Python22819

• ChristophReich1996/SMURF

  PyTorch port (inference only) of the paper "SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping" [CVPR 2021].

  Language:Python11

• SUNCAT-Center/catmap

  Catalyst Micro-kinetic Analysis Package for automated creation of micro-kinetic models used in catalyst screening

  Language:Python96104

• emdgroup/baybe

  Bayesian Optimization and Design of Experiments

  Language:Python26942

• Harry24k/bayesian-neural-network-pytorch

  PyTorch implementation of bayesian neural network [torchbnn]

  Language:Python49675

• microsoft/bayesianize

  Bayesianize: A Bayesian neural network wrapper in pytorch

  Language:Python8711

• martenlienen/torchode

  A parallel ODE solver for PyTorch

  Language:Python23213

• deepmodeling/deepflame-dev

  A deep learning empowered open-source platform for reacting flow simulations

  Language:C++13862

• boschresearch/torchphysics

  Language:Jupyter Notebook40942

• raminmh/liquid_time_constant_networks

  Code Repository for Liquid Time-Constant Networks (LTCs)

  Language:Python1.6k285

• mlech26l/ncps

  PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models

  Language:Python2k319

• PredictiveIntelligenceLab/CausalPINNs

  Language:Jupyter Notebook14629

• necla-ml/Diff-JPEG

  Official and maintained implementation of the paper "Differentiable JPEG: The Devil is in the Details" [WACV 2024].

  Language:Python895

• joelager/CO2-electrochemical-reaction-diffusion

  Solves 1D and 2D reaction diffusion ODEs and PDEs for electrochemical CO2 reduction

  Language:Jupyter Notebook74

• vmattey/bc-PINN

  A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations

  Language:Python245

• maziarraissi/PINNs

  Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

  Language:Python3.9k1.3k

• nanditadoloi/PINN

  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)

  Language:Jupyter Notebook25447

• benmoseley/harmonic-oscillator-pinn

  Code accompanying my blog post: So, what is a physics-informed neural network?

  Language:Jupyter Notebook560156

• patrick-kidger/equinox

  Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

  Language:Python2.1k142